Triple
T5458584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DP World |
E122539
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object |
DP World Sokhna
DP World Sokhna is a major deep-sea port and logistics hub on Egypt’s Red Sea coast, developed and operated by DP World as a key gateway for regional and international trade.
|
E520487
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: DP World Sokhna | Statement: [DP World, notableProject, DP World Sokhna]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DP World Sokhna Context triple: [DP World, notableProject, DP World Sokhna]
-
A.
Hamriyah Port
Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
-
B.
Karachi International Container Terminal
Karachi International Container Terminal is a major container-handling facility in Pakistan that operates within the Port of Karachi, serving as a key hub for the country’s maritime trade.
-
C.
Aden Container Terminal
Aden Container Terminal is a major modern container-handling facility within Yemen’s Port of Aden, serving as a key hub for regional and international maritime trade.
-
D.
Aqaba Container Terminal
Aqaba Container Terminal is a major shipping and logistics hub on Jordan’s Red Sea coast, serving as the country’s primary gateway for containerized trade.
-
E.
Doraleh Container Terminal
Doraleh Container Terminal is a major deep-water container port facility in Djibouti that serves as a key maritime hub for trade along the Red Sea and the Horn of Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: DP World Sokhna Triple: [DP World, notableProject, DP World Sokhna]
Generated description
DP World Sokhna is a major deep-sea port and logistics hub on Egypt’s Red Sea coast, developed and operated by DP World as a key gateway for regional and international trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DP World Sokhna Target entity description: DP World Sokhna is a major deep-sea port and logistics hub on Egypt’s Red Sea coast, developed and operated by DP World as a key gateway for regional and international trade.
-
A.
Hamriyah Port
Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
-
B.
Karachi International Container Terminal
Karachi International Container Terminal is a major container-handling facility in Pakistan that operates within the Port of Karachi, serving as a key hub for the country’s maritime trade.
-
C.
Aden Container Terminal
Aden Container Terminal is a major modern container-handling facility within Yemen’s Port of Aden, serving as a key hub for regional and international maritime trade.
-
D.
Aqaba Container Terminal
Aqaba Container Terminal is a major shipping and logistics hub on Jordan’s Red Sea coast, serving as the country’s primary gateway for containerized trade.
-
E.
Doraleh Container Terminal
Doraleh Container Terminal is a major deep-water container port facility in Djibouti that serves as a key maritime hub for trade along the Red Sea and the Horn of Africa.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91f1cca48190afa15b8ccfea1f88 |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4149c6c081909f57e214dad54777 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf4207393c819089b4fc6691a2d076 |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf427e2bd08190b7664922d26e16d2 |
completed | March 22, 2026, 1:14 a.m. |
Created at: March 20, 2026, 2:08 p.m.